In January 2026, S. Dogan refactored the Clawdbot model selection logic in the openclaw/openclaw repository, focusing on extensibility and reliability. By restructuring the TypeScript code, Dogan enabled easier future enhancements and improved the maintainability of the model selection module. The work included strengthening heartbeat content validation to reduce misbehavior during deployments, directly addressing reliability concerns. Dogan also produced comprehensive Markdown documentation for skill creation and updated the contributor guide with a clear roadmap, streamlining onboarding for new developers. The project emphasized code refactoring, configuration management, and testing, resulting in a safer, more developer-friendly deployment process for openclaw.